{"id":"W1976534556","doi":"10.1007/s11906-010-0127-1","title":"Polypill: Lights and Shadows","year":2010,"lang":"en","type":"review","venue":"Current Hypertension Reports","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Polypill; Medicine; Hydrochlorothiazide; Ramipril; Pharmacology; Simvastatin; Fixed-dose combination; Aspirin; Atenolol; Intensive care medicine; Clinical trial; Blood pressure; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002165498,0.0003960125,0.001686842,0.0001771414,0.00009117747,0.00002675344,0.0000815836,0.0003631585,0.0004082453],"category_scores_gemma":[0.0002711832,0.0002578997,0.0002984091,0.0002100657,0.0001072395,0.00004522954,0.0000902072,0.0009302299,0.0005482477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392121,"about_ca_system_score_gemma":0.0004868848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004361651,"about_ca_topic_score_gemma":4.479677e-7,"domain_scores_codex":[0.9976568,0.00003757385,0.0008899015,0.0007292501,0.0004275953,0.0002589384],"domain_scores_gemma":[0.997699,0.00005486439,0.0006461291,0.0009769924,0.0001843145,0.0004387568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001654285,0.00008888995,0.00003714016,0.004910087,0.0000241692,0.000547473,0.00000440155,5.986969e-10,0.000004918947,0.00002483364,0.03606334,0.9582931],"study_design_scores_gemma":[0.0001143144,0.00003554224,0.00006542444,0.02098915,0.0007997983,0.01724671,0.000002673845,0.000004006017,0.000001641909,0.00004600077,0.9604427,0.000252047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008037816,0.9939191,0.00001049738,0.0001301527,0.002498237,0.0009690899,0.000003071586,0.0001013265,0.002288113],"genre_scores_gemma":[0.00003107098,0.9960038,0.0001805675,0.0002086219,0.0005003138,0.0001076271,0.0001930381,0.0000438408,0.002731139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.958041,"threshold_uncertainty_score":0.9999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328064746168442,"score_gpt":0.3855676738425009,"score_spread":0.2527611992256567,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}